% latex table generated in R 3.5.0 by xtable 1.8-4 package
% Thu Jul 16 16:02:29 2020
\begin{longtable}{llll}
\caption{Summary Statistics} \\ 
  \hline
Variable & Mean & SD & Details \\ 
  \hline
Log Population & 11.253 & 0.391 & Log Constituency/Ward Population (WorldPop) \\ 
  Log Area & 10.702 & 0.719 & Log Constituency/Ward Area in Square Km (WorldPop) \\ 
  Log Enrollment & 6.158 & 1.475 & Log Number of Students in School +1 (Malawi Dept of Education) \\ 
  Log Teachers & 2.443 & 0.536 & Log Number of Teachers in School +1 (Malawi Dept of Education) \\ 
  ChildrenAttend=Yes & 0.605 & 0.489 & Whether incumbent's or family member's children attend school in the constituency=Yes  (survey) \\ 
  ChildrenAttend=No & 0.386 & 0.487 & Whether incumbent's or family member's children attend school in the constituency=No  (survey) \\ 
  ChildrenAttend=Don't Know & 0.008 & 0.09 & Whether incumbent's or family member's children attend school in the constituency=Don't Know  (survey) \\ 
  Incumbent's Children Attends School & 0.004 & 0.06 & Whether incumbent's children attends this school (survey) \\ 
  Incumbent's Relatives Attend School & 0.026 & 0.16 & Whether incumbent's family member's children attends this school (survey) \\ 
  Family Attends School & 0.028 & 0.165 & Whether incumbent's children or family member's children attends this school (survey) \\ 
  Incumbent Understood Maps & 0.886 & 0.317 & Whether incumbent correctly indicated a response in a test map (survey) \\ 
  Log Temporary Classrooms & 0.389 & 0.638 & Log Number of Temporary Classrooms in School +1 (Malawi Dept of Education) \\ 
  Log Permanent Classrooms & 1.849 & 0.684 & Log Number of Permanent Classrooms in School +1 (Malawi Dept of Education) \\ 
  Log Temporary Houses & 0.41 & 0.646 & Log Number of Temporary Teacher Houses in School +1 (Malawi Dept of Education) \\ 
  Log Permanent Houses & 1.121 & 0.727 & Log Number of Permanent Teacher Houses in School +1 (Malawi Dept of Education) \\ 
  Choice=Dictionary & 0.335 & 0.472 & Allocation decision on this map was about dictionaries (survey) \\ 
  Choice=Teacher Bags & 0.332 & 0.471 & Allocation decision on this map was about teacher bags (survey) \\ 
  Choice=Solar Lamps & 0.332 & 0.471 & Allocation decision on this map was about solar lamps (survey) \\ 
  Opposition Votes (LC) & 301.567 & 273.787 & Votes at Polling Station for Leading Opposition Candidate in Councillor Election (Malawi Electoral Commission) \\ 
  Opposition Percent (LC) & 0.242 & 0.16 & Percent Votes at Polling Station for Leading Opposition Candidate in Councillor Election (Malawi Electoral Commission) \\ 
  Opposition Votes (MP) & 324.02 & 307.036 & Votes at Polling Station for Leading Opposition Candidate in MP Election (Malawi Electoral Commission) \\ 
  Percent Votes (MP) & 0.263 & 0.187 & Percent Votes at Polling Station for Leading Opposition Candidate in MP Election (Malawi Electoral Commission) \\ 
  Victory Margin (MP) & 0.151 & 0.343 & Victory Margin at Polling Station for incumbent MP  (Malawi Electoral Commission) \\ 
  Pop Density at School & 9.519 & 25.719 & Population per Hectacre (World Pop Project) \\ 
  Pop Density at School & 9.511 & 24.496 & Population per Hectacre (World Pop Project) \\ 
  Poverty at School & 0.631 & 0.154 & Proportion of Area in Poverty (World Pop Project) \\ 
  Poverty at School & 0.631 & 0.154 & Proportion of Area in Poverty (World Pop Project) \\ 
  Turnout & 1258.848 & 751.421 & Turnout at Polling Station \\ 
  Log Votes & 6.981 & 0.573 & Log Votes at Polling Station \\ 
  Gender & 0.886 & 0.317 & Gender of respondent, male=1 and female=0 (survey) \\ 
  Education Plan=Yes & 0.878 & 0.327 & Incumbent's council has an education plan=Yes (survey) \\ 
  Education Plan=No & 0.114 & 0.317 & Incumbent's council has an education plan=No (survey) \\ 
  Education Plan=Don't Know & 0.008 & 0.09 & Incumbent's council has an education plan=Don't Know (survey) \\ 
  IncumbentTribe=Chewa & 0.4 & 0.49 & Incumbent is from Chewa tribe (survey) \\ 
  IncumbentTribe=Lomwe & 0.146 & 0.353 & Incumbent is from Lomwe tribe (survey) \\ 
  IncumbentTribe=Ngoni & 0.114 & 0.317 & Incumbent is from Ngoni tribe (survey) \\ 
  IncumbentTribe=Other & 0.068 & 0.251 & Incumbent is from Other tribe (survey) \\ 
  IncumbentTribe=Sena & 0.041 & 0.197 & Incumbent is from Sena tribe (survey) \\ 
  IncumbentTribe=Tumbuka & 0.089 & 0.285 & Incumbent is from Tumbuka tribe (survey) \\ 
  IncumbentTribe=Yao & 0.143 & 0.35 & Incumbent is from Yao tribe (survey) \\ 
  ConstituencyTribe=Chewa & 0.4 & 0.49 & Constituency is predominately from Chewa tribe (survey) \\ 
  ConstituencyTribe=Lomwe & 0.146 & 0.353 & Constituency is predominately from Lomwe tribe (survey) \\ 
  ConstituencyTribe=Ngoni & 0.114 & 0.317 & Constituency is predominately from Ngoni tribe (survey) \\ 
  ConstituencyTribe=Other & 0.068 & 0.251 & Constituency is predominately from Other tribe (survey) \\ 
  ConstituencyTribe=Sena & 0.041 & 0.197 & Constituency is predominately from Sena tribe (survey) \\ 
  ConstituencyTribe=Tumbuka & 0.089 & 0.285 & Constituency is predominately from Tumbuka tribe (survey) \\ 
  ConstituencyTribe=Yao & 0.143 & 0.35 & Constituency is predominately from Yao tribe (survey) \\ 
  Contest=Yes & 0.87 & 0.336 & Plan to contest election=Yes (survey) \\ 
  Contest=No & 0.024 & 0.154 & Plan to contest election=No (survey) \\ 
  Contest=Don't Know & 0 & 0 & Plan to contest election=Don't Know (survey) \\ 
  Contest=Undecided & 0.105 & 0.307 & Plan to contest election=Undecided (survey) \\ 
  Victory Margin in Ward & 0.252 & 0.187 & Victory margin of ward incumbent (Malawi Electoral Commission) \\ 
  Opposition Percent Votes in Ward & 0.235 & 0.073 & Percent votes for leading opposition candidate in ward (Malawi Electoral Commission) \\ 
  Turnout Percent in Ward & 0.697 & 0.075 & Turnout \% in the ward (Malawi Electoral Commission) \\ 
  Registered Voters in Ward & 18935.659 & 7862.07 & Registered voters in the ward (Malawi Electoral Commission) \\ 
  Victory Margin in Constituency & -0.007 & 0.199 & Victory margin of constituency incumbent (Malawi Electoral Commission) \\ 
  Opposition Votes in Constituency & 0.165 & 0.177 & Percent votes for leading oppositoin candidate in constituency (Malawi Electoral Commission) \\ 
  Votes in Constituency & 25406.419 & 16061.353 & Total votes in the constituency (Malawi Electoral Commission) \\ 
  HighestEd=Certificate & 0.114 & 0.317 & Incumbent's highest education level=Certificate (survey) \\ 
  HighestEd=Degree & 0.27 & 0.444 & Incumbent's highest education level=Degree (survey) \\ 
  HighestEd=Diploma & 0.354 & 0.478 & Incumbent's highest education level=Diploma (survey) \\ 
  HighestEd=PhD & 0.049 & 0.215 & Incumbent's highest education level=PhD (survey) \\ 
  HighestEd=Primary & 0 & 0 & Incumbent's highest education level=Primary (survey) \\ 
  HighestEd=Secondary & 0.089 & 0.285 & Incumbent's highest education level=Secondary (survey) \\ 
  Income1 & 0.041 & 0.197 & Incumbent household income 100,000-200,000 kwacha/month (survey) \\ 
  Income2 & 0.105 & 0.307 & Incumbent household income 200,000-400,000 kwacha/month (survey) \\ 
  Income3 & 0.284 & 0.451 & Incumbent household income 400,000-1,000,000 kwacha/month (survey) \\ 
  Income4 & 0.489 & 0.5 & Incumbent household income 1,000,000-5,000,000 kwacha/month (survey) \\ 
  Income5 & 0.065 & 0.246 & Over 5,000,000 kwacha/month (survey) \\ 
  Income6 & 0.008 & 0.09 & Under 100,000 kwacha/month (survey) \\ 
  IncomeDeclined & 0.008 & 0.09 & Incumbent declined to declare income (survey) \\ 
  LengthResidence1 & 0.016 & 0.126 & Incumbent resided in constituency less than 5 years (survey) \\ 
  LengthResidence2 & 0.032 & 0.177 & Incumbent resided in constituency 5-10 years (survey) \\ 
  LengthResidence3 & 0.178 & 0.383 & Incumbent resided in constituency more than 10 years (survey) \\ 
  LengthResidence4 & 0.757 & 0.429 & Incumbent resided in constituency all their life (survey) \\ 
  Length of Residence & 2.703 & 0.611 & 0-3 index of how long incumbent resided in constituency ($<$5 yrs, 5-10 yrs, $>$10yrs or entire life) (survey) \\ 
  LengthResidenceDontKnow & 0.016 & 0.126 & Incumbent doesn't know how long s/he resided in constituency (survey) \\ 
  Age & 48.197 & 8.259 & Incumbent age (survey) \\ 
  Married=OneWife & 0.903 & 0.296 & Incumbent is married with one wife (survey) \\ 
  Married=Divorced & 0 & 0 & Incumbent is divorced (survey) \\ 
  Married=Single & 0 & 0 & Incumbent is single (survey) \\ 
  Married=Widowed & 0.024 & 0.154 & Incumbent is widowed (survey) \\ 
  Married=DontKnow & 0 & 0 & Incumbent doesn't know marriage status (survey) \\ 
  Married=Multiple & 0.016 & 0.126 & Incumbent is married with multiple wives (survey) \\ 
  VoteAFORD & 0.008 & 0.09 & Incumbent would vote for AFORD party (survey) \\ 
  VoteDPP & 0.254 & 0.436 & Incumbent would vote for DPP party (survey) \\ 
  VoteIndependent & 0.043 & 0.203 & Incumbent would vote for Independent party (survey) \\ 
  VoteMCP & 0.3 & 0.458 & Incumbent would vote for MCP party (survey) \\ 
  VoteDeclined & 0.184 & 0.387 & Incumbent declined to declare party vote (survey) \\ 
  VotePP & 0.097 & 0.296 & Incumbent would vote for PP party (survey) \\ 
  VoteUDF & 0.114 & 0.317 & Incumbent would vote for UDF party (survey) \\ 
  Log School Count & 3.247 & 0.407 & Log number of primary schools in ward/constituency (Ministry of Education) \\ 
  Pop Density & 0.551 & 0.791 & Average number of persons per grid cell in ward/constituency (WorldPop) \\ 
  Incumbent Percent & 0.416 & 0.215 & Percent votes at polling station for incumbent (Malawi Electoral Commission) \\ 
  Incumbent Votes & 521.128 & 404.864 & Votes at polling station for incumbent (Malawi Electoral Commission) \\ 
  CouncilorPartyAFORD & 0 & 0 & Councilor ran under AFORD party (Malawi Electoral Commission) \\ 
  CouncilorPartyOther & 0.002 & 0.042 & Councilor ran under CCP, NASAF or UIP party (Malawi Electoral Commission) \\ 
  CouncilorPartyDPP & 0.319 & 0.466 & Councilor ran under DPP party (Malawi Electoral Commission) \\ 
  CouncilorPartyIndependent & 0.047 & 0.211 & Councilor ran as independent (Malawi Electoral Commission) \\ 
  CouncilorPartyMCP & 0.35 & 0.477 & Councilor ran under MCP party (Malawi Electoral Commission) \\ 
  CouncilorPartyPP & 0.128 & 0.334 & Councilor ran under PP party (Malawi Electoral Commission) \\ 
  CouncilorPartyUDF & 0.155 & 0.362 & Councilor ran under UDF party (Malawi Electoral Commission) \\ 
  MPPartyAFORD & 0.008 & 0.09 & MP ran under AFORD party (Malawi Electoral Commission) \\ 
  MPPartyOther & 0.065 & 0.246 & MP ran under CCP, NASAF or UIP party (Malawi Electoral Commission) \\ 
  MPPartyDPP & 0.154 & 0.361 & MP ran under DPP party (Malawi Electoral Commission) \\ 
  MPPartyIndependent & 0.295 & 0.456 & MP ran as independent (Malawi Electoral Commission) \\ 
  MPPartyMCP & 0.124 & 0.33 & MP ran under MCP party (Malawi Electoral Commission) \\ 
  MPPartyPP & 0.151 & 0.359 & MP ran under PP party (Malawi Electoral Commission) \\ 
  MPPartyUDF & 0.162 & 0.369 & MP ran under UDF party (Malawi Electoral Commission) \\ 
  MPPartyPPM & 0.041 & 0.197 & MP ran under PPM party (Malawi Electoral Commission) \\ 
  Aid Treatment & 0.359 & 0.48 & Equals one if a map was assigned the aid information treatment and zero otherwise \\ 
  Need Treatment & 0.489 & 0.5 & Equals one if a map was assigned the school need information treatment and zero otherwise \\ 
  Voting Treatment & 0.508 & 0.5 & Equals one if a map was assigned the percent votes information treatment and zero otherwise \\ 
  Knowledge of Schools & 0.456 & 0.259 & Average score in school knowledge questions (survey) \\ 
  Knowledge of Politics & 0.243 & 0.302 & Average score in political knowledge questions (survey) \\ 
  Knowledge of Donors & 0.127 & 0.227 & Average score in donor knowledge questions (survey) \\ 
  Aid Good Types & 0.783 & 0.688 & A count of the number of types of aid projects delivered by donors at this school (donors) \\ 
  Information Usefulness & 1.745 & 0.568 & A 0 to 2 scale indicating how useful the information was to the respondent (survey) \\ 
  Learning from Experiment & 0.48 & 0.5 & Whether the respondent indicated that they learned something from the experimental interaction (survey) \\ 
  Frequency of Donor Interaction & 1.376 & 1.175 & A 0 to five scale indicating how frequently incumbents interact with donors (survey) \\ 
  Student to Teacher Ratio & 75.016 & 33.599 & Number of students per teacher in a school (Ministry of Education EMIS Statistics) \\ 
  Student to Classroom Ratio & 126.507 & 155.569 & Number of students per class in a school (Ministry of Education EMIS Statistics) \\ 
  Temporary Classroom Ratio & 0.493 & 1.043 & Number of temporary to permanent classrooms in a school (Ministry of Education EMIS Statistics) \\ 
  School Need Index (ward) & -0.085 & 1.781 & Index of school need within the ward (Ministry of Education) \\ 
  School Need Index (constituency) & -0.059 & 1.831 & Index of school need within the constituency (Ministry of Education) \\ 
  School Need Index & -0.059 & 1.831 & Index of school need within the constituency or ward (Ministry of Education) \\ 
  Aid Project Count & 0.558 & 0.479 & Number of aid projects at school (various donors) \\ 
  Test Question Classes & 0.489 & 0.5 & Whether the respondent could correctly identify a school with the least number of permanent classes \\ 
  Test Question Votes & 0.373 & 0.484 & Whether the respondent could correctly identify a school with the least percentage of votes for the incumbent \\ 
  Test Question Enrollment & 0.624 & 0.485 & Whether the respondent could correctly identify a school with the highest number of students \\ 
  Test Question Projects & 0.232 & 0.423 & Whether the respondent could correctly identify a school with the most donor projects \\ 
  Test Question Enrollment Specific & 0.254 & 0.436 & Whether the respondent could correctly identify the range of enrollment at a chosen school \\ 
  Test Question Votes Specific & 0.114 & 0.317 & Whether the respondent could correctly identify the range of percent votes at a chosen school \\ 
  Test Question Aid Projects Specific & 0.022 & 0.13 & Whether the respondent could correctly identify one or more donors with projects on a map \\ 
  Donor Transparency Treatment & 0.373 & 0.484 &  \\ 
  Radio Transparency Treatment & 0.397 & 0.49 &  \\ 
  Any Transparency Treatment & 0.657 & 0.475 &  \\ 
  \hline
\label{tab_summary_mp.survey}
\end{longtable}
